US4788982A - Device for determining depth of anaesthesia - Google Patents

Device for determining depth of anaesthesia Download PDF

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US4788982A
US4788982A US07/003,035 US303587A US4788982A US 4788982 A US4788982 A US 4788982A US 303587 A US303587 A US 303587A US 4788982 A US4788982 A US 4788982A
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patient
variation
signal
blood
amplitude
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Andras Gedeon
Lars-Erik Lindblad
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Icor AB
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/48Other medical applications
    • A61B5/4821Determining level or depth of anaesthesia
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/024Detecting, measuring or recording pulse rate or heart rate
    • A61B5/02416Detecting, measuring or recording pulse rate or heart rate using photoplethysmograph signals, e.g. generated by infrared radiation
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • A61B5/1104Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb induced by stimuli or drugs
    • A61B5/1106Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb induced by stimuli or drugs to assess neuromuscular blockade, e.g. to estimate depth of anaesthesia
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/318Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • A61B5/346Analysis of electrocardiograms
    • A61B5/349Detecting specific parameters of the electrocardiograph cycle
    • A61B5/364Detecting abnormal ECG interval, e.g. extrasystoles, ectopic heartbeats

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  • the present invention relates to a device for determining the depth of anaesthesia of a patient.
  • the invention is based on knowledge of the blood-pressure control system of the human body.
  • the sensitivity of this control system can be expressed as the ratio between the change in temporal distance between two mutually sequential heart beats (the so-called R-R-interval) and the change in the systolic blood-pressure associated therewith.
  • the sensitivity K of the blood-pressure control system of the human body can thus be expressed as: ##EQU1## where ⁇ (R-R) is the change in the R-R-interval of the heart s activity and ⁇ P s is the change in the systolic blood-pressure.
  • FIG. 1 illustrates schematically a curve which shows the arterial blood-pressure P of a human being as a function of the time T, and in which the R-R-interval, the systolic blood-pressure P s , and the diastolic blood-pressure P d are also shown.
  • the sensitivity parameter K was measured by intentionally influencing the blood-pressure of a human subject, by injecting into the subject such drugs as those which have an effect on the blood-pressure, for example phenylephrine, whereafter the resultant changes in the systolic blood-pressure P s and in the heart frequency, i.e. the R-R-interval, were also measured.
  • K-values in the order of about 15-25 msec/torr have been established with the subject in a conscious state. It could also be established that the K-value decreases strongly under anaesthetic with the majority of inhalent anaesthetics used today, such as halothane, enfluorane and isofluorane for example.
  • the present invention is based on the fundamental conception of using the aforesaid K-value as a means of measuring the depth to which a patient has been anaesthetized.
  • the K-value is determined by measuring the spontaneous variations in the heart frequency and the blood-pressure constantly occurring, this procedure constituting the second fundamental concept of the invention. It is known, inter alia, that breathing activity gives rise to both variations in the blood-pressure and in heart frequency, these variations having a periodicity which corresponds to the breathing frequency. Thus, there is found at least this natural disturbance of the system capable of enabling the K-value to be determined under anaesthetic and therewith the conscious state of the nerve system, i.e. the depth to which the patient has been anaesthetized.
  • the variation in blood-pressure can be determined with respect to the blood-pressure at any given point whatsoever under the period of the blood-pressure curve, wherewith, however, the systolic blood-pressure P s should afford the best result, although the diastolic blood-pressure P d can also be used.
  • the advantage afforded by these blood-pressures is that both can be safely detected. Accordingly, there is advantageously determined in accordance with the invention, a magnitude which is proportional to the ratio between the variation in heart frequency and either the variation in the systolic blood-pressure or the variation in the diastolic blood-pressure, i.e. ##EQU3##
  • Such an optical measuring transducer includes a light source from which light is directed onto a selected part of the body of a patient, and a photodetector which receives the light transmitted or reflected by the tissue located in the irradiated part of the body and generates an electric signal representative of the strength of the transmitted or reflected light.
  • the measuring transducer is suitably applied to a part of the patient's body through which blood flows freely and where the skin is relatively thin, such as, for example, the finger tips, toes, ear lobes or the inside of the lips of a patient.
  • the light transmitted or reflected by the tissue and received by the photo-detector will thus be influenced by the blood flowing through the tissue, and the electric signal produced by the photo-detector will exhibit a periodic variation similar to the blood-pressure curve of the patient illustrated in FIG. 1.
  • the electric signal obtained from the optical measuring transducer thus has a periodicity which corresponds to the heart frequency of the patient, and a maximum amplitude and a minimum amplitude which are related to the systolic and the diastolic blood-pressure of the patient respectively. By suitable filtration, this signal can be made to represent effects which are dependent on the blood pressure control system.
  • Optical measuring transducers of this principle kind have long been known in the art and used in medical technology, and are found incorporated, for example, in such instruments as pulse-oximeters used to measure the oxygenation of the patient's blood.
  • pulse-oximeters used to measure the oxygenation of the patient's blood.
  • These known instruments are used to measure the transmission or reflection of light from tissue through which blood flows, within different, selected wave-length ranges, since the degree of oxygenation of the blood influences the colour thereof and therewith the different wave lengths of the light transmitted or reflected by such tissue.
  • An optical measuring transducer of this kind can also be used in a device according to the present invention for determining the depth of anaesthesia of a patient, since the electrical output signal of the transducer will vary, in the aforesaid manner, in relation to the periodic variations in the patient's blood-pressure, such as to contain information relating to both the heart frequency of the patient and the systolic and diastolic blood-pressure of said patient.
  • FIG. 2 of the accompanying drawing illustrates schematically the principle construction of a device according to the inention.
  • This device thus incorporates an optical measuring transducer 1, which includes a light source 1S effective to transmit light onto a selected part or tissue 2 of a patient's body, shown only schematically in the Figure, and a photo-detector 1D which receives the light transmitted through the tissue 2 or, as with the illustrated embodiments, reflected by said tissue.
  • the output signal produced by the photodetector 1D of the transducer 1 is passed to a signal processing unit 3, this output signal varying periodically in relation to periodic variations in the blood-pressure of the patient.
  • This signal processor is constructed to detect the period of the received signal corresponding to the heart frequency of the patient i.e.
  • R-R the value of the amplitude of the signal at a given point within this period, preferably its maximum amplitude P max , related to the systolic blood-pressure of the patient, or its minimum amplitude, P min , relating to the diastolic blood-pressure thereof, or to the difference between the maximum and minimum amplitudes, i.e. P max -P min .
  • P max maximum amplitude
  • P min relating to the diastolic blood-pressure thereof, or to the difference between the maximum and minimum amplitudes, i.e. P max -P min .
  • desired values of the variation in the period of the signal and the variation in its maximum amplitude or minimum amplitude, or the difference therebetween can be determined in many different ways, by processing the output signal of the measuring transducer 1.
  • One possible method is to determine the standard deviation of the parameter in question from its average value over a suitable number of heart beats.
  • Another possible method is to analyse the variation frequency in said parameter and to determine the value of those components in the variation which lie within a given frequency range, wherewith a frequency range which includes the breathing frequency can be advantageously chosen, since it is known that the patient's breathing forms a source of spontaneous variations in the heart frequency and the blood-pressure of the patient.

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  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Cardiology (AREA)
  • Engineering & Computer Science (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Pathology (AREA)
  • Anesthesiology (AREA)
  • Physiology (AREA)
  • Neurology (AREA)
  • Chemical & Material Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
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  • Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)

Abstract

A device for determining the depth of anaesthesia of a patient, the device including an optical measuring means (1) for measuring on a part (2) of the patient an optical parameter such as transmission or reflection, which is influenced by the circulation of the blood through this part of the patient's body, and to produce an electric signal which varies in accord with this parameter. This signal is related to the periodic variations in the blood-pressure of the patient and thus has a frequency which coincides with the heart frequency of the patient and a maximum amplitude and a minimum amplitude which are related respectively to the systolic and diastolic blood-pressure of the patient. The signal is applied to signal processing circuits (3) which determine the variation in the period of the signal (Δ(R-R)) and the variation in its maximum amplitude (ΔPmax) or minimum amplitude (ΔPmin) or in the difference between its maximum and minimum amplitudes (Δ(Pmax -Pmin)) and construct a magnitude (K) which is proportional to the variation in the period of the signal or is preferably proportional to the ratio between the variation in the period of the signal and the variation in the maximum amplitude or minimum amplitude of the signal or in the difference between the maximum and minimum amplitudes. This magnitude (K) is presented as a measurement of the depth to which the patient has been anesthetized.

Description

The present invention relates to a device for determining the depth of anaesthesia of a patient.
When administering an anaesthetic to a patient, it would be advantageous if the depth to which the patient is anaesthetized could be monitored readily in a continuous and non-invasive fashion. Unfortunately, there are today no known means which enable this to be done.
This deficiency in the art, however, has now been rectified with the device according to the invention having the characterizing features set forth in the accompanying claims.
The invention is based on knowledge of the blood-pressure control system of the human body. The sensitivity of this control system can be expressed as the ratio between the change in temporal distance between two mutually sequential heart beats (the so-called R-R-interval) and the change in the systolic blood-pressure associated therewith. The sensitivity K of the blood-pressure control system of the human body can thus be expressed as: ##EQU1## where Δ(R-R) is the change in the R-R-interval of the heart s activity and ΔPs is the change in the systolic blood-pressure. In the accompanying drawing, FIG. 1 illustrates schematically a curve which shows the arterial blood-pressure P of a human being as a function of the time T, and in which the R-R-interval, the systolic blood-pressure Ps, and the diastolic blood-pressure Pd are also shown.
Experiments have been conducted in which the sensitivity parameter K was measured by intentionally influencing the blood-pressure of a human subject, by injecting into the subject such drugs as those which have an effect on the blood-pressure, for example phenylephrine, whereafter the resultant changes in the systolic blood-pressure Ps and in the heart frequency, i.e. the R-R-interval, were also measured. During these experiments K-values in the order of about 15-25 msec/torr have been established with the subject in a conscious state. It could also be established that the K-value decreases strongly under anaesthetic with the majority of inhalent anaesthetics used today, such as halothane, enfluorane and isofluorane for example.
Consequently, the present invention is based on the fundamental conception of using the aforesaid K-value as a means of measuring the depth to which a patient has been anaesthetized.
It will be understood, however, that it is not possible to this end to determine the K-values by injecting into the patient such drugs as those which affect his/her blood-pressure, as with the aforedescribed experiments. Consequently, in accordance with the invention, the K-value is determined by measuring the spontaneous variations in the heart frequency and the blood-pressure constantly occurring, this procedure constituting the second fundamental concept of the invention. It is known, inter alia, that breathing activity gives rise to both variations in the blood-pressure and in heart frequency, these variations having a periodicity which corresponds to the breathing frequency. Thus, there is found at least this natural disturbance of the system capable of enabling the K-value to be determined under anaesthetic and therewith the conscious state of the nerve system, i.e. the depth to which the patient has been anaesthetized.
Investigations have been made which indicate that the variation in heart frequency alone, i.e. Δ(R-R), could possibly provide a measure useful in determining the depth of anaesthesia of a patient. Consequently, it is conceivable, in accordance with the invention, to determine, as a measure of the depth of anaesthesia of a patient, solely a magnitude which is proportional to the variation of the heart frequency of a patient, i.e.
K˜Δ(R-R)                                       (2)
However, in order to determine the depth of anaesthesia unequivocally and reliably under varying clinical conditions, it is necessary to determine the ratio between the variation in heart frequency and the variation in blood-pressure. Thus, in accordance with the invention, there is determined to great advantage a magnitude which is proportional to this ratio, i.e. ##EQU2## where ΔP is the variation in blood-pressure.
It will be understood that, in principle, the variation in blood-pressure can be determined with respect to the blood-pressure at any given point whatsoever under the period of the blood-pressure curve, wherewith, however, the systolic blood-pressure Ps should afford the best result, although the diastolic blood-pressure Pd can also be used. The advantage afforded by these blood-pressures is that both can be safely detected. Accordingly, there is advantageously determined in accordance with the invention, a magnitude which is proportional to the ratio between the variation in heart frequency and either the variation in the systolic blood-pressure or the variation in the diastolic blood-pressure, i.e. ##EQU3##
Since the variations in the systolic blood-pressure Ps are greater than the variations i the diastolic blood-pressure Pd, it is also possible to use the variation in the difference between systolic and diastolic pressure as a measure of the variation in blood-pressure, i.e. Δ(Ps -Pd). This can afford important advantages from the aspect of technical measuring procedures. Thus, in accordance with this aspect of the invention, there is determined a magnitude which can be expressed as ##EQU4##
Thus, in order to be able to determine a K-value continuously and non-invasively in accordance with one of the aforesaid relationships (2)-(6), as a measure of the depth of anaesthesia of a patient, it is necessary to measure both the heart frequency of the patient, and a parameter which is related to the blood pressure of the patient, so as to enable the variations in these two magnitudes to be determined. This is achieved readily and effectively in accordance with the invention, with the use of an optical measuring device or transducer with which it is possible to measure on a part of the body of the patient an optical parameter, such as reflection or transmission for example, which is affected by the blood circulation through said part and which will generate an electric signal which varies in accord with this parameter. Such an optical measuring transducer includes a light source from which light is directed onto a selected part of the body of a patient, and a photodetector which receives the light transmitted or reflected by the tissue located in the irradiated part of the body and generates an electric signal representative of the strength of the transmitted or reflected light. The measuring transducer is suitably applied to a part of the patient's body through which blood flows freely and where the skin is relatively thin, such as, for example, the finger tips, toes, ear lobes or the inside of the lips of a patient. The light transmitted or reflected by the tissue and received by the photo-detector will thus be influenced by the blood flowing through the tissue, and the electric signal produced by the photo-detector will exhibit a periodic variation similar to the blood-pressure curve of the patient illustrated in FIG. 1. The electric signal obtained from the optical measuring transducer thus has a periodicity which corresponds to the heart frequency of the patient, and a maximum amplitude and a minimum amplitude which are related to the systolic and the diastolic blood-pressure of the patient respectively. By suitable filtration, this signal can be made to represent effects which are dependent on the blood pressure control system.
Optical measuring transducers of this principle kind have long been known in the art and used in medical technology, and are found incorporated, for example, in such instruments as pulse-oximeters used to measure the oxygenation of the patient's blood. These known instruments, however, are used to measure the transmission or reflection of light from tissue through which blood flows, within different, selected wave-length ranges, since the degree of oxygenation of the blood influences the colour thereof and therewith the different wave lengths of the light transmitted or reflected by such tissue. An optical measuring transducer of this kind, however, can also be used in a device according to the present invention for determining the depth of anaesthesia of a patient, since the electrical output signal of the transducer will vary, in the aforesaid manner, in relation to the periodic variations in the patient's blood-pressure, such as to contain information relating to both the heart frequency of the patient and the systolic and diastolic blood-pressure of said patient.
In actual fact, significant practical and economic advantages can be obtained by using one and the same optical measuring transducer for both determinig the depth of anaesthesia of a patient, in accordance with the invention, and to measure the level of oxygenation of the patient's blood, thereby enabling information concerning the oxygenation of the blood and the depth of anaesthesia of the patient to be obtained with the aid of a single piece of apparatus incorporating but a single optical measuring transducer. It will be understood that the same instrument can also readily be used to provide information concerning the heart frequency of the patient.
FIG. 2 of the accompanying drawing illustrates schematically the principle construction of a device according to the inention. This device thus incorporates an optical measuring transducer 1, which includes a light source 1S effective to transmit light onto a selected part or tissue 2 of a patient's body, shown only schematically in the Figure, and a photo-detector 1D which receives the light transmitted through the tissue 2 or, as with the illustrated embodiments, reflected by said tissue. The output signal produced by the photodetector 1D of the transducer 1 is passed to a signal processing unit 3, this output signal varying periodically in relation to periodic variations in the blood-pressure of the patient. This signal processor is constructed to detect the period of the received signal corresponding to the heart frequency of the patient i.e. (R-R), and also the value of the amplitude of the signal at a given point within this period, preferably its maximum amplitude Pmax, related to the systolic blood-pressure of the patient, or its minimum amplitude, Pmin, relating to the diastolic blood-pressure thereof, or to the difference between the maximum and minimum amplitudes, i.e. Pmax -Pmin. By suitable frequency analysis and filtration, the signal processing unit 3 then determines the magnitude of the variation in these parameters, i.e. Δ(R-R) and ΔPmax or ΔPmin or Δ(Pmax -Pmin), and on the basis thereof a K-value according to one of the expressions (2)-(6), this K-value being presented on some suitable display device as a measurement of the depth of anaesthesia of the patient.
Those skilled in this art will be aware that desired values of the variation in the period of the signal and the variation in its maximum amplitude or minimum amplitude, or the difference therebetween, can be determined in many different ways, by processing the output signal of the measuring transducer 1. One possible method is to determine the standard deviation of the parameter in question from its average value over a suitable number of heart beats. Another possible method is to analyse the variation frequency in said parameter and to determine the value of those components in the variation which lie within a given frequency range, wherewith a frequency range which includes the breathing frequency can be advantageously chosen, since it is known that the patient's breathing forms a source of spontaneous variations in the heart frequency and the blood-pressure of the patient. Thus, quite generally, there is determined the magnitude of the variation of the particular parameter within a frequency range lying between 0 and 0.5 Hz. Naturally, as those skilled in this art will appreciate, values representative of the variation in the frequency or period of the signal, and the variations in its maximum or minimum amplitudes can be derived from the output signal of the optical measuring transducer 1 also in ways other than those mentioned above.

Claims (6)

We claim:
1. A device for determining the depth of anaesthesia of a patient, comprising:
a measuring means for measuring, on a part of the patient's body, a periodically varying optical parameter of blood circulating through said part, said optical parameter having a frequency corresponding to the R-R interval of said patient and said optical parameter having an amplitude corresponding to the blood pressure of the patient, said measuring means including means for generating an electric signal which varies in accord with this parameter;
signal processing circuit means for receiving said signal generated by said measuring means, said circuit means including means for deriving from said signal a first value representative of variation in the length of successive R-R intervals, as well as means for deriving from said signal a second value representative of variation in the amplitude of said electric signal at a given point during each of said successive intervals, said circuit means also including means for obtaining a ratio of said first and second values;
whereby said ratio is taken as a measurement of the depth to which the patient is anesthetized.
2. A device as claimed in claim 1, wherein said second value is respresentative of the variation in the maximum amplitude of said electric signal during said successive R-R intervals.
3. A device as claimed in claim 1, wherein said second value is representative of the variation in the minimum amplitude of said electric signal during successive R-R intervals.
4. A device as claimed in claim 1, wherein said first and second values are determined within a frequency range of between 0 to 0.5 Hz.
5. A device as claimed in claim 1, wherein said first and second values are proportional to said variation in the length of successive R-R intervals and to said variation in the amplitude of said electric signal, respectively.
6. A device as claimed in claim 1, wherein said second value is representation of the variation in the difference between the maximum and minimum amplitudes of said electric signal during successive R-R intervals.
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SE8600289A SE8600289L (en) 1986-01-23 1986-01-23 DEVICE FOR DETERMINATION OF ANKETO DEPTH
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Cited By (17)

* Cited by examiner, † Cited by third party
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US4960126A (en) * 1988-01-15 1990-10-02 Criticare Systems, Inc. ECG synchronized pulse oximeter
WO1991011956A1 (en) * 1990-02-16 1991-08-22 Lindberg Lars Goeran A monitor which analyses puls frequency by photoplethysmographic measurement and a measuring method therefor
US5218961A (en) * 1990-09-28 1993-06-15 Siemens Aktiengesellschaft Apparatus for in vivo intracardial of a measured signal corresponding to the physical activity of a subject and a heart pacemaker having a stimulation rate controlled thereby
US5365924A (en) * 1992-07-31 1994-11-22 Frederick Erdman Association Method and apparatus for non-invasive cardiovascular diagnosis
US5372140A (en) * 1990-10-18 1994-12-13 The Victoria University Of Manchester Depth of anaesthesia monitoring
US5542421A (en) * 1992-07-31 1996-08-06 Frederick Erdman Association Method and apparatus for cardiovascular diagnosis
US5871450A (en) * 1995-06-02 1999-02-16 Colin Corporation Anesthetic depth measuring apparatus
US6022321A (en) * 1993-09-28 2000-02-08 Seiko Epson Corporation Blood pulse wave detecting apparatus and motion intensity measuring apparatus
WO2000016687A1 (en) * 1998-09-21 2000-03-30 Meduck Ltd. Depth of anesthesia monitor
US6067467A (en) * 1994-02-07 2000-05-23 New York University EEG operative and post-operative patient monitoring method
US6315736B1 (en) * 1999-06-09 2001-11-13 Colin Corporation Anesthetic-depth monitor apparatus
EP1273265A1 (en) * 2001-07-04 2003-01-08 Instrumentarium Corporation Monitoring a condition of a patient under anaesthesia or sedation
FR2877205A1 (en) * 2004-11-03 2006-05-05 Luc Quintin METHOD AND DEVICE FOR PREDICTING ABNORMAL MEDICAL EVENTS AND / OR ASSISTING DIAGNOSIS AND / OR MONITORING, ESPECIALLY FOR DETERMINING THE DEPTH OF ANESTHESIA
US20070089744A1 (en) * 2005-10-11 2007-04-26 Wiese Scott R Method for determining a cardiac data characteristic
FR2900560A1 (en) 2006-05-04 2007-11-09 Andrei Cividjian METHOD AND NON-INVASIVE DEVICE FOR CONTINUOUS MEASUREMENT OF ARTERIAL PRESSURE
US20080249431A1 (en) * 2006-09-29 2008-10-09 The Regents Of The University Of California Burst suppression monitor for induced coma
US20160038041A1 (en) * 2012-09-14 2016-02-11 Covidien Lp System and method for determining stability of cardiac output

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US5103833A (en) * 1989-12-20 1992-04-14 Critikon, Inc. Peripheral arterial monitoring instruments
FR2747027B1 (en) * 1996-04-09 1998-05-29 Cohen Laroque Emmanuel S METHOD FOR DETERMINING THE DEPTH OF ANESTHESIA AND DEVICE FOR CARRYING OUT SAID METHOD
CN107348960A (en) * 2017-04-24 2017-11-17 宁波大学医学院附属医院 One kind anesthesia automatic testing method and device

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Cited By (30)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4960126A (en) * 1988-01-15 1990-10-02 Criticare Systems, Inc. ECG synchronized pulse oximeter
US5396893A (en) * 1990-02-16 1995-03-14 Oberg; Ake P. Method and apparatus for analyzing heart and respiratory frequencies photoplethysmographically
WO1991011956A1 (en) * 1990-02-16 1991-08-22 Lindberg Lars Goeran A monitor which analyses puls frequency by photoplethysmographic measurement and a measuring method therefor
US5218961A (en) * 1990-09-28 1993-06-15 Siemens Aktiengesellschaft Apparatus for in vivo intracardial of a measured signal corresponding to the physical activity of a subject and a heart pacemaker having a stimulation rate controlled thereby
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SE8600289D0 (en) 1986-01-23
EP0232234A2 (en) 1987-08-12
EP0232234A3 (en) 1989-03-22
SE8600289L (en) 1987-07-24

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